Construction of an event tree on the basis of expert knowledge and time series

Authors:
Gennady Lbov;Vladimir Berikov
Affiliations:
Sobolev Institute of Mathematics, Novosibirsk, Russia;Sobolev Institute of Mathematics, Novosibirsk, Russia
Venue:
KONT'07/KPP'07 Proceedings of the First international conference on Knowledge processing and data analysis
Year:
2007

Citing 1
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A Comparative Analysis of Methods for Pruning Decision Trees

IEEE Transactions on Pattern Analysis and Machine Intelligence

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Abstract

In this paper, we suggest an algorithm for event tree construction on the basis of an analysis of expert knowledge and multivariate time series. For the construction, we use the algorithm for dynamic objects recognition based on decision trees and the Bayesian pruning criterion.